MASTERING AI EVALUATION: A DEVELOPER’S GUIDE TO BUILDING AND ASSESSING INTELLIGENT AGENTS

By Jerry Caraballo

Mastering AI Evaluation: A Developer's Guide to Building and Assessing Intelligent Agents Build AI agents you can trust. This guide equips developers with the tools and techniques to rigorously evaluate performance, safety, and reliability. Book Summary Mastering AI Evaluation offers a step-by-step approach to measuring and improving intelligent agents. You'll explore core performance metrics--accuracy, latency, robustness--alongside qualitative assessments like user satisfaction and ethics. Clear examples show you how to benchmark models, set up automated testing pipelines, and interpret results with statistical rigor. Beyond basics, this guide covers advanced topics: adversarial testing, fairness audits, and continuous monitoring for selfimproving systems. Whether you're deploying chatbots, autonomous robots, or financial models, you'll learn to integrate evaluation into every phase of development, ensuring your AI solutions meet realworld demands. With practical code snippets in popular frameworks, Mastering AI Evaluation transforms abstract concepts into actionable workflows. You'll gain confidence to design reliable, transparent, and compliant AI systems that scale from prototypes to production. What's Inside This Book? Core Metrics & Tools : Implement accuracy, precision/recall, latency, and resourceusage measurements. Automated Pipelines : Build CI/CD workflows for continuous evaluation and regression detection. Robustness & Fairness : Apply adversarial testing, bias detection, and ethical audits. SelfMonitoring Agents : Enable realtime performance tracking and automated retraining. Industry Case Studies : Learn from finance, healthcare, robotics, and conversational AI deployments. Ready to raise the bar on your AI projects? Get your copy of Mastering AI Evaluation today and start building intelligent agents you can depend on.

• Format: Paperback
• Language: English
• ISBN: B0F62HT3QK
• ISBN13: 9798280982253
• Release Date: April 2025
• Publisher: Independently published
• Length: 134 Pages
• Dimensions: 10.0" x 0.3" x 7.0"